software
Copilot vs DeepSeek 2026: Pricing, Performance, Integration
Copilot is Microsoft's enterprise-focused AI assistant integrated with Office 365 and Windows, while DeepSeek is a Chinese open-source AI model emphasizing cost-efficiency and reasoning capabilities. Copilot excels in productivity integration, whereas DeepSeek offers lower API costs and transparency through open-source architecture.
Microsoft Copilot
Microsoft's AI assistant integrated with Office 365, Windows, and enterprise productivity tools
Enterprise organizations, Microsoft 365 subscribers, business professionals needing productivity automation, compliance-focused teams
Score63%
VS
D
DeepSeek
Chinese open-source AI model emphasizing reasoning, cost-efficiency, and transparent architecture
Developers, researchers, cost-constrained startups, open-source enthusiasts, organizations prioritizing model transparency and self-hosting
Score63%
Quick Answer
AI SummaryCopilot is Microsoft's enterprise-focused AI assistant integrated with Office 365 and Windows, while DeepSeek is a Chinese open-source AI model emphasizing cost-efficiency and reasoning capabilities. Copilot excels in productivity integration, whereas DeepSeek offers lower API costs and transparency through open-source architecture.
Our Verdict
AI-assistedChoose Copilot if you're an enterprise user needing seamless integration with Microsoft Office, Teams, and Windows environments where productivity gains justify subscription costs. Choose DeepSeek if you're a developer, researcher, or cost-conscious organization prioritizing affordability, reasoning performance, and the ability to self-host or fine-tune an open-source model without licensing restrictions.
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Microsoft Copilot
6.4/10
DeepSeek
8.6/10
D
Choose Microsoft Copilot if
Enterprise organizations, Microsoft 365 subscribers, business professionals needing productivity automation, compliance-focused teams
D
Choose DeepSeek if
Best pickDevelopers, researchers, cost-constrained startups, open-source enthusiasts, organizations prioritizing model transparency and self-hosting
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Key Differences at a Glance
- API Cost per 1M Input Tokens:✓ DeepSeek wins($0.14 vs $3.00)
- Primary Market Focus:Enterprise/Productivity vs Developers/Open-source Community
- Integration with Microsoft 365:✓ Microsoft Copilot wins(Native Integration vs No Integration)
Key Facts & Figures
67 numeric metrics compared
| Metric | Microsoft Copilot | DeepSeek | Ratio |
|---|---|---|---|
| Minimum Monthly Cost for Advanced Features(USD) | $0 (included with Windows/Microsoft 365) | — | — |
| Third-Party App Integrations(integrations) | Native to Microsoft 365; limited outside | — | — |
| Premium Monthly Cost(USD) | $30/month | — | — |
| M365 Task Accuracy Rate(%) | 95% | — | — |
| Ease of Use Score(/10) | 9.5/10 | — | — |
| Context Window Size(tokens) | 128,000 tokens | 128,000 | |
| Monthly Active Users(millions) | 120+ million Copilot Users | — | — |
| Starting Price (Monthly)(USD) | Free (with ads) or Copilot Pro $20 | — | — |
| Context Window Size(tokens) | 128,000 tokens (GPT-4 Turbo) | — | — |
| Supported Programming Languages(languages) | 35+ languages (Visual Studio optimized) | — | — |
| Uptime SLA (Enterprise)(percent) | 99.9% (Microsoft 365 SLA) | — | — |
| Monthly Subscription Cost (Pro/Premium Tier)(USD) | $20/month | — | — |
| Code Generation Accuracy (HumanEval)(%) | 85.2% | — | — |
| Monthly Subscription Cost (Premium)(USD) | $20 (Copilot Pro) | — | — |
| Base Monthly Cost(USD) | $20 (Copilot Pro standalone) or included | — | — |
| Third-Party Integration Options(Integration Count) | 150+ via Copilot plugins (limited scope) | — | — |
| Customizable Templates Available(Template Count) | 40+ built-in templates | — | — |
| User Base Size(millions) | 300+ million (via Microsoft 365) | — | — |
| Setup Time for New User(minutes) | 5 minutes (familiar Microsoft interface) | — | — |
| Context Window(tokens) | 128,000 tokens | 164K tokens | |
| Coding Benchmark (Specialist)(%) | 88% accuracy | — | — |
| MMLU Reasoning Score(%) | 86.4% | — | — |
| Pro Subscription Cost(USD/month) | Free (via Microsoft 365) | — | — |
| ChatGPT Plus Monthly Cost(USD) | $20 (Copilot Pro, separate from 365) | — | — |
| Subscription Cost (Pro Tier)(USD/month) | $20/month | — | — |
| Source Citations Included(percent) | Minimal citations (10-20%) | — | — |
| User Base (Estimated)(millions) | 100+ million (Windows users) | — | — |
| Average Response Time(seconds) | <1 second (local) | — | — |
| Copilot Pro Subscription Cost(USD/month) | $20/month | — | — |
| Code Generation Benchmarks (HumanEval)(% pass rate) | 90% (GPT-4 Turbo) | — | — |
| Code Generation Accuracy(% pass rate) | 72% (HumanEval) | — | — |
| Source Citations Per Response(average citations) | 1-2 citations | — | — |
| Code Generation Benchmark(HumanEval pass rate %) | 88.3% (GPT-4 Turbo) | — | — |
| Ecosystem Integration Points(number of platforms) | 15+ (Windows, Office, Teams, Outlook, OneDrive, Visual Studio) | — | — |
| Starting Cost (Monthly)(USD) | $20 (Copilot Pro standalone) | — | — |
| Team Plan Cost Per User/Month(USD) | $30+ (requires Microsoft 365 base) | — | — |
| Native Integrations(count) | 5 (Word, Excel, Teams, Outlook, Windows 11) | — | — |
| Maximum Context Window(tokens) | 200,000 tokens | — | — |
| API Cost per 1M Input Tokens(USD) | $3.00 | $0.14 | |
| AIME 2024 Reasoning Benchmark(%) | 86% | 96% | |
| Monthly Subscription Cost (Individual)(USD) | $20.00 (Copilot Pro) | $0.00 (Free tier available) | |
| Code Generation Benchmark (LMSYS)(%) | 78% | 82% | |
| Windows OS Market Share(%) | 73% (built into Windows 11) | 0% (external integration required) | |
| API Cost (Input Tokens)($ per million tokens) | $0.014 (DeepSeek-Chat) | $0.014 (DeepSeek-Chat) | |
| Minimum Monthly Cost (Consumer)($) | Free tier available | Free tier available | |
| AIME Math Benchmark Score(percentage) | 94% | 94% | |
| Context Window Size (V3/O1)(tokens) | 4,096 tokens (DeepSeek-V3) | 4,096 tokens (DeepSeek-V3) | |
| Minimum Subscription Cost(USD/month) | Free (with API credits) | Free (with API credits) | |
| Reasoning Task Performance (GPQA Benchmark)(percentage) | 92% (R1) | 92% (R1) | |
| AIME 2024 Benchmark (Math Reasoning)(percent) | 96.3% | 96.3% | |
| API Input Token Cost(USD per 1M tokens) | $0.14 | $0.14 | |
| Largest Model Parameter Count(billion parameters) | 685B (DeepSeek-V3) | 685B (DeepSeek-V3) | |
| MMLU General Knowledge Benchmark(percent) | 92.3% | 92.3% | |
| Minimum GPU VRAM for Full Model Inference(GB) | 40GB (with MoE efficiency) | 40GB (with MoE efficiency) | |
| LiveCodeBench Score(percent) | 88.7% | 88.7% | |
| Math Reasoning Accuracy (AIME 2024)(percent correct) | 79.8% | 79.8% | |
| Code Generation Performance (HumanEval)(percent pass rate) | 92.3% (DeepSeek-V3) | 92.3% (DeepSeek-V3) | |
| API Cost per Million Input Tokens(USD) | $0.14 | $0.14 | |
| General Knowledge (MMLU Benchmark)(percent accuracy) | 86.5% (DeepSeek-V3) | 86.5% (DeepSeek-V3) | |
| Model Size Options Available(count) | 2 primary versions (limited small sizes) | 2 primary versions (limited small sizes) | |
| Inference Cost per 1M Tokens(USD) | $0.21 (average) | $0.21 (average) | |
| Math Reasoning Accuracy (AIME Benchmark)(%) | 94% | 94% | |
| Documentation Completeness Score(/10) | 4/10 | 4/10 | |
| Community Size & Ecosystem(relative rank) | Emerging (rank #8 in AI models) | Emerging (rank #8 in AI models) | |
| API Cost (per 1M input tokens)(USD) | $0.14 | $0.14 | |
| AIME 2024 Math Reasoning Accuracy(percent) | 73.3% | 73.3% | |
| Average Response Latency(milliseconds) | 250ms | 250ms |
Sourced from publicly available data ·
Key Differences
7 attributes compared head-to-head
DeepSeek leads2 ties
D
4DeepSeekMicrosoft Copilot
Attribute
DeepSeek
- $3.00API Cost per 1M Input Tokens$0.14(winner)
- Enterprise/ProductivityPrimary Market FocusDevelopers/Open-source Community
- Native Integration(winner)Integration with Microsoft 365No Integration
- Proprietary (Closed)Model Architecture TransparencyOpen-source(winner)
- 86%Reasoning Benchmark (AIME 2024)96%(winner)
- US-based ServersData Privacy (Non-EU)China-based Servers
- Subscription RequiredCommercial Use RightsFree with MIT License(winner)
- API Cost per 1M Input Tokens
Microsoft Copilot
$3.00
DeepSeek
$0.14(winner)
- Primary Market Focus
Microsoft Copilot
Enterprise/Productivity
DeepSeek
Developers/Open-source Community
- Integration with Microsoft 365
Microsoft Copilot
Native Integration(winner)
DeepSeek
No Integration
- Model Architecture Transparency
Microsoft Copilot
Proprietary (Closed)
DeepSeek
Open-source(winner)
- Reasoning Benchmark (AIME 2024)
Microsoft Copilot
86%
DeepSeek
96%(winner)
- Data Privacy (Non-EU)
Microsoft Copilot
US-based Servers
DeepSeek
China-based Servers
- Commercial Use Rights
Microsoft Copilot
Subscription Required
DeepSeek
Free with MIT License(winner)
Full Comparison
| Attribute | Microsoft Copilot | DeepSeek |
|---|---|---|
| Real-Time Web Access (Free Tier) | Yes (via Bing) | — |
| Screen/Visual Analysis | Yes, integrated with Windows UI | — |
| Native Web Search | Bing integration only | — |
| Persistent Memory System | Limited context-based only | — |
| Free Tier Web Search | Premium only ($20/month) | — |
Show 5 more attributesImage Generation Model(model name) DALL-E 3 — Maximum Document Pages (Free Tier)(pages) Limited (varies by Microsoft 365 license) — Real-Time Web Search(availability) Limited Bing search — Multimodal Support Text, emerging vision — Vision Capability(supported formats) Limited (text-focused) — | ||
| Minimum Monthly Cost for Advanced Features(USD) | $0 (included with Windows/Microsoft 365) | — |
| Premium Monthly Cost(USD) | $30/month | — |
| Starting Price (Monthly)(USD) | Free (with ads) or Copilot Pro $20 | — |
| Monthly Subscription Cost (Pro/Premium Tier)(USD) | $20/month | — |
| Monthly Subscription Cost (Premium)(USD) | $20 (Copilot Pro) | — |
Show 19 more attributesBase Monthly Cost(USD) $20 (Copilot Pro standalone) or included — Pro Subscription Cost(USD/month) Free (via Microsoft 365) — Free Tier Availability Limited free version with basic features — Free Tier Message Limit(messages per 3 hours) Unlimited — ChatGPT Plus Monthly Cost(USD) $20 (Copilot Pro, separate from 365) — Subscription Cost (Pro Tier)(USD/month) $20/month — Copilot Pro Subscription Cost(USD/month) $20/month — Free Tier Daily Requests(requests/day) Limited (varied) — Free Tier Monthly Queries(queries) Unlimited (Bing Chat) — Starting Cost (Monthly)(USD) $20 (Copilot Pro standalone) — Team Plan Cost Per User/Month(USD) $30+ (requires Microsoft 365 base) — Free Tier Capabilities Limited, with reduced GPT-4 access — API Cost per 1M Input Tokens(USD) $3.00 $0.14 Monthly Subscription Cost (Individual)(USD) $20.00 (Copilot Pro) $0.00 (Free tier available) API Cost (Input Tokens)($ per million tokens) $0.014 (DeepSeek-Chat) — Minimum Monthly Cost (Consumer)($) Free tier available — Minimum Subscription Cost(USD/month) Free (with API credits) — API Cost per Million Input Tokens(USD) $0.14 — API Cost (per 1M input tokens)(USD) $0.14 — | ||
| Custom GPT/Agent Creation | Limited; basic customization | — |
| Customizable Templates Available(Template Count) | 40+ built-in templates | — |
| Third-Party App Integrations(integrations) | Native to Microsoft 365; limited outside | — |
| Custom AI Model Creation | Limited—Copilot settings only | — |
| Enterprise SLA & Compliance | Yes (Microsoft contracts) | — |
| Enterprise Deployment Options | Cloud + On-premises + Sovereign Cloud | — |
| Enterprise Admin Controls | Full—Azure AD, DLP, audit logs | — |
| M365 Task Accuracy Rate(%) | 95% | — |
| Context Window Size(tokens) | 128,000 tokens (GPT-4 Turbo) | — |
| Code Generation Accuracy (HumanEval)(%) | 85.2% | — |
| Coding Benchmark (Specialist)(%) | 88% accuracy | — |
| MMLU Reasoning Score(%) | 86.4% | — |
Show 16 more attributesAverage Response Time(seconds) <1 second (local) — Code Generation Accuracy(% pass rate) 72% (HumanEval) — AIME 2024 Reasoning Benchmark(%) 86% 96% Code Generation Benchmark (LMSYS)(%) 78% 82% Reasoning Benchmark Score(percentile) Top-tier (R1/V3.2 optimized) — AIME Math Benchmark Score(percentage) 94% — Reasoning Task Performance (GPQA Benchmark)(percentage) 92% (R1) — AIME 2024 Benchmark (Math Reasoning)(percent) 96.3% — MMLU General Knowledge Benchmark(percent) 92.3% — LiveCodeBench Score(percent) 88.7% — Math Reasoning Accuracy (AIME 2024)(percent correct) 79.8% — Code Generation Performance (HumanEval)(percent pass rate) 92.3% (DeepSeek-V3) — General Knowledge (MMLU Benchmark)(percent accuracy) 86.5% (DeepSeek-V3) — Math Reasoning Accuracy (AIME Benchmark)(%) 94% — AIME 2024 Math Reasoning Accuracy(percent) 73.3% — Average Response Latency(milliseconds) 250ms — | ||
| Native Microsoft 365 Integration | Full native integration | — |
| IDE Integrations Available(count) | GitHub Copilot in 15+ IDEs | — |
| Microsoft 365 Integration Depth(integration level) | Deep (Copilot in Word, Excel, PowerPoint, Outlook, Teams) | — |
| Windows OS Integration | Native system-level integration | — |
| Office Suite Integration | Full integration (Word, Excel, Outlook, Teams) | — |
Show 3 more attributesOffice 365 Integration Depth 5+ core Office applications — Ecosystem Integration Points(number of platforms) 15+ (Windows, Office, Teams, Outlook, OneDrive, Visual Studio) — Microsoft 365 Native Integration Full (Word, Excel, Teams, Outlook, PowerPoint) None (API only) | ||
| Third-Party App Connections(apps) | M365 suite only | — |
| Third-Party Integration Options(Integration Count) | 150+ via Copilot plugins (limited scope) | — |
| Native Integrations(count) | 5 (Word, Excel, Teams, Outlook, Windows 11) | — |
| Base Model Version | Work IQ architecture | — |
| Primary AI Model | GPT-4o (OpenAI) | — |
| Underlying AI Model | GPT-4 Turbo / GPT-4o | — |
| Data Privacy Model | Processes proprietary data within M365 | — |
| Enterprise Security Certifications(count) | FedRAMP Authorized, HIPAA, SOC 2, GDPR | — |
| Enterprise Data Compliance | Subject to Chinese data laws | — |
| Data Privacy (External Processing) | Higher risk - processed by DeepSeek servers | — |
| Ease of Use Score(/10) | 9.5/10 | — |
| User Interface Rating(out of 5 stars) | Technical, developer-centric | — |
| Context Window Size(tokens) | 128,000 tokens | 128,000 |
| Microsoft 365 Integration | Full Office, Teams, OneDrive, Outlook integration | Limited (API-only) |
| Native Office Document Integration | Yes—OneDrive, SharePoint, Teams access | — |
| Enterprise Adoption Rate(%) | Market leader in enterprise | — |
| Monthly Active Users(millions) | 120+ million Copilot Users | — |
| Monthly Active Users(millions) | 100 million(winner) | ~8 million |
| User Base (Estimated)(millions) | 100+ million (Windows users) | — |
| Supported Programming Languages(languages) | 35+ languages (Visual Studio optimized) | — |
| Document Processing Types | PDF, Excel, Word, PowerPoint, Teams data | — |
| Offline Access | Full offline in desktop Microsoft apps | — |
| Uptime SLA (Enterprise)(percent) | 99.9% (Microsoft 365 SLA) | — |
| Mobile App Availability | iOS, Android (Copilot app + Teams) | — |
| Platform Availability(platforms) | 5 platforms (Web, iOS, Android, Windows, macOS) | — |
| Model Availability | Open-source weights available | — |
| AI Writing & Analysis Capability(Feature Rating) | Advanced (GPT-4 class, real-time in Office suite) | — |
| User Base Size(millions) | 300+ million (via Microsoft 365) | — |
| Community Size & Ecosystem(relative rank) | Emerging (rank #8 in AI models) | — |
| Setup Time for New User(minutes) | 5 minutes (familiar Microsoft interface) | — |
| Context Window(tokens) | 128,000 tokens | 164K tokens(winner) |
| Base Model Quality (Reasoning) | GPT-4 (Copilot Pro) / Bing model (standard) | — |
| AI Model Version | GPT-4 (in Copilot Pro) | — |
| Windows 11/12 Native Integration | Yes—built into taskbar | — |
| Free Tier Search Limit(searches/day) | Unlimited basic; limited advanced features | — |
| Source Citations Included(percent) | Minimal citations (10-20%) | — |
| Supported Platforms(platforms) | Windows 11, Web, Teams, Outlook, Edge | — |
| Code Generation Benchmarks (HumanEval)(% pass rate) | 90% (GPT-4 Turbo) | — |
| Maximum Context Window(tokens) | 200,000 tokens | — |
| Image Generation Quality(model) | DALL-E 3 (highest rated) | — |
| Free Tier Model Quality(equivalent tier) | Limited GPT-4o access | — |
| Multimodal Vision Support | Image and document analysis | — |
| Context Window Size (V3/O1)(tokens) | 4,096 tokens (DeepSeek-V3) | — |
| Base AI Model | GPT-4 Turbo | — |
| Source Citations Per Response(average citations) | 1-2 citations | — |
| Source Code Availability | Closed-source, API-only | — |
| Documentation Completeness Score(/10) | 4/10 | — |
| Code Generation Benchmark(HumanEval pass rate %) | 88.3% (GPT-4 Turbo) | — |
| Mobile App Availability | iOS/Android (limited features) | — |
| Model License Type | Proprietary (Closed) | MIT Open-source |
| Commercial License Type | Proprietary with restrictions | — |
| Windows OS Market Share(%) | 73% (built into Windows 11)(winner) | 0% (external integration required) |
| Self-hosting/Local Deployment | Not Available | Fully Supported |
| On-Premise Deployment | Yes, fully supported | — |
| Minimum GPU VRAM for Full Model Inference(GB) | 40GB (with MoE efficiency) | — |
| Local Deployment Support | Not supported (API only) | — |
| Open Source Model Weights(availability) | Yes | — |
| Third-Party Integrations(count) | Growing (API-focused) | — |
| API Input Token Cost(USD per 1M tokens) | $0.14 | — |
| Largest Model Parameter Count(billion parameters) | 685B (DeepSeek-V3) | — |
| Open-Source Weight Availability | Partial (R1 inference-only) | — |
| Commercial Use Clarity(null) | Restricted in some jurisdictions; unclear terms | — |
| Company Location | China | — |
| Model Size Options Available(count) | 2 primary versions (limited small sizes) | — |
| Inference Cost per 1M Tokens(USD) | $0.21 (average) | — |
| Training Data Recency(months_old) | 8 months old (April 2024) | — |
Microsoft CopilotDDeepSeek
Real-Time Web Access (Free Tier)
Yes (via Bing)
—
Screen/Visual Analysis
Yes, integrated with Windows UI
—
Native Web Search
Bing integration only
—
Persistent Memory System
Limited context-based only
—
Free Tier Web Search
Premium only ($20/month)
—
Show 5 more attributes
Image Generation Model(model name)
DALL-E 3
—
Maximum Document Pages (Free Tier)(pages)
Limited (varies by Microsoft 365 license)
—
Real-Time Web Search(availability)
Limited Bing search
—
Multimodal Support
Text, emerging vision
—
Vision Capability(supported formats)
Limited (text-focused)
—
Minimum Monthly Cost for Advanced Features(USD)
$0 (included with Windows/Microsoft 365)
—
Premium Monthly Cost(USD)
$30/month
—
Starting Price (Monthly)(USD)
Free (with ads) or Copilot Pro $20
—
Monthly Subscription Cost (Pro/Premium Tier)(USD)
$20/month
—
Monthly Subscription Cost (Premium)(USD)
$20 (Copilot Pro)
—
Show 19 more attributes
Base Monthly Cost(USD)
$20 (Copilot Pro standalone) or included
—
Pro Subscription Cost(USD/month)
Free (via Microsoft 365)
—
Free Tier Availability
Limited free version with basic features
—
Free Tier Message Limit(messages per 3 hours)
Unlimited
—
ChatGPT Plus Monthly Cost(USD)
$20 (Copilot Pro, separate from 365)
—
Subscription Cost (Pro Tier)(USD/month)
$20/month
—
Copilot Pro Subscription Cost(USD/month)
$20/month
—
Free Tier Daily Requests(requests/day)
Limited (varied)
—
Free Tier Monthly Queries(queries)
Unlimited (Bing Chat)
—
Starting Cost (Monthly)(USD)
$20 (Copilot Pro standalone)
—
Team Plan Cost Per User/Month(USD)
$30+ (requires Microsoft 365 base)
—
Free Tier Capabilities
Limited, with reduced GPT-4 access
—
API Cost per 1M Input Tokens(USD)
$3.00
$0.14
Monthly Subscription Cost (Individual)(USD)
$20.00 (Copilot Pro)
$0.00 (Free tier available)
API Cost (Input Tokens)($ per million tokens)
$0.014 (DeepSeek-Chat)
—
Minimum Monthly Cost (Consumer)($)
Free tier available
—
Minimum Subscription Cost(USD/month)
Free (with API credits)
—
API Cost per Million Input Tokens(USD)
$0.14
—
API Cost (per 1M input tokens)(USD)
$0.14
—
Custom GPT/Agent Creation
Limited; basic customization
—
Customizable Templates Available(Template Count)
40+ built-in templates
—
Third-Party App Integrations(integrations)
Native to Microsoft 365; limited outside
—
Custom AI Model Creation
Limited—Copilot settings only
—
Enterprise SLA & Compliance
Yes (Microsoft contracts)
—
Enterprise Deployment Options
Cloud + On-premises + Sovereign Cloud
—
Enterprise Admin Controls
Full—Azure AD, DLP, audit logs
—
M365 Task Accuracy Rate(%)
95%
—
Context Window Size(tokens)
128,000 tokens (GPT-4 Turbo)
—
Code Generation Accuracy (HumanEval)(%)
85.2%
—
Coding Benchmark (Specialist)(%)
88% accuracy
—
MMLU Reasoning Score(%)
86.4%
—
Show 16 more attributes
Average Response Time(seconds)
<1 second (local)
—
Code Generation Accuracy(% pass rate)
72% (HumanEval)
—
AIME 2024 Reasoning Benchmark(%)
86%
96%
Code Generation Benchmark (LMSYS)(%)
78%
82%
Reasoning Benchmark Score(percentile)
Top-tier (R1/V3.2 optimized)
—
AIME Math Benchmark Score(percentage)
94%
—
Reasoning Task Performance (GPQA Benchmark)(percentage)
92% (R1)
—
AIME 2024 Benchmark (Math Reasoning)(percent)
96.3%
—
MMLU General Knowledge Benchmark(percent)
92.3%
—
LiveCodeBench Score(percent)
88.7%
—
Math Reasoning Accuracy (AIME 2024)(percent correct)
79.8%
—
Code Generation Performance (HumanEval)(percent pass rate)
92.3% (DeepSeek-V3)
—
General Knowledge (MMLU Benchmark)(percent accuracy)
86.5% (DeepSeek-V3)
—
Math Reasoning Accuracy (AIME Benchmark)(%)
94%
—
AIME 2024 Math Reasoning Accuracy(percent)
73.3%
—
Average Response Latency(milliseconds)
250ms
—
Native Microsoft 365 Integration
Full native integration
—
IDE Integrations Available(count)
GitHub Copilot in 15+ IDEs
—
Microsoft 365 Integration Depth(integration level)
Deep (Copilot in Word, Excel, PowerPoint, Outlook, Teams)
—
Windows OS Integration
Native system-level integration
—
Office Suite Integration
Full integration (Word, Excel, Outlook, Teams)
—
Show 3 more attributes
Office 365 Integration Depth
5+ core Office applications
—
Ecosystem Integration Points(number of platforms)
15+ (Windows, Office, Teams, Outlook, OneDrive, Visual Studio)
—
Microsoft 365 Native Integration
Full (Word, Excel, Teams, Outlook, PowerPoint)
None (API only)
Third-Party App Connections(apps)
M365 suite only
—
Third-Party Integration Options(Integration Count)
150+ via Copilot plugins (limited scope)
—
Native Integrations(count)
5 (Word, Excel, Teams, Outlook, Windows 11)
—
Base Model Version
Work IQ architecture
—
Primary AI Model
GPT-4o (OpenAI)
—
Underlying AI Model
GPT-4 Turbo / GPT-4o
—
Data Privacy Model
Processes proprietary data within M365
—
Enterprise Security Certifications(count)
FedRAMP Authorized, HIPAA, SOC 2, GDPR
—
Enterprise Data Compliance
Subject to Chinese data laws
—
Data Privacy (External Processing)
Higher risk - processed by DeepSeek servers
—
Ease of Use Score(/10)
9.5/10
—
User Interface Rating(out of 5 stars)
Technical, developer-centric
—
Context Window Size(tokens)
128,000 tokens
128,000
Microsoft 365 Integration
Full Office, Teams, OneDrive, Outlook integration
Limited (API-only)
Native Office Document Integration
Yes—OneDrive, SharePoint, Teams access
—
Enterprise Adoption Rate(%)
Market leader in enterprise
—
Monthly Active Users(millions)
120+ million Copilot Users
—
Monthly Active Users(millions)
100 million
~8 million
User Base (Estimated)(millions)
100+ million (Windows users)
—
Supported Programming Languages(languages)
35+ languages (Visual Studio optimized)
—
Document Processing Types
PDF, Excel, Word, PowerPoint, Teams data
—
Offline Access
Full offline in desktop Microsoft apps
—
Uptime SLA (Enterprise)(percent)
99.9% (Microsoft 365 SLA)
—
Mobile App Availability
iOS, Android (Copilot app + Teams)
—
Platform Availability(platforms)
5 platforms (Web, iOS, Android, Windows, macOS)
—
Model Availability
Open-source weights available
—
AI Writing & Analysis Capability(Feature Rating)
Advanced (GPT-4 class, real-time in Office suite)
—
User Base Size(millions)
300+ million (via Microsoft 365)
—
Community Size & Ecosystem(relative rank)
Emerging (rank #8 in AI models)
—
Setup Time for New User(minutes)
5 minutes (familiar Microsoft interface)
—
Context Window(tokens)
128,000 tokens
164K tokens
Base Model Quality (Reasoning)
GPT-4 (Copilot Pro) / Bing model (standard)
—
AI Model Version
GPT-4 (in Copilot Pro)
—
Windows 11/12 Native Integration
Yes—built into taskbar
—
Free Tier Search Limit(searches/day)
Unlimited basic; limited advanced features
—
Source Citations Included(percent)
Minimal citations (10-20%)
—
Supported Platforms(platforms)
Windows 11, Web, Teams, Outlook, Edge
—
Code Generation Benchmarks (HumanEval)(% pass rate)
90% (GPT-4 Turbo)
—
Maximum Context Window(tokens)
200,000 tokens
—
Image Generation Quality(model)
DALL-E 3 (highest rated)
—
Free Tier Model Quality(equivalent tier)
Limited GPT-4o access
—
Multimodal Vision Support
Image and document analysis
—
Context Window Size (V3/O1)(tokens)
4,096 tokens (DeepSeek-V3)
—
Base AI Model
GPT-4 Turbo
—
Source Citations Per Response(average citations)
1-2 citations
—
Source Code Availability
Closed-source, API-only
—
Documentation Completeness Score(/10)
4/10
—
Code Generation Benchmark(HumanEval pass rate %)
88.3% (GPT-4 Turbo)
—
Mobile App Availability
iOS/Android (limited features)
—
Model License Type
Proprietary (Closed)
MIT Open-source
Commercial License Type
Proprietary with restrictions
—
Windows OS Market Share(%)
73% (built into Windows 11)
0% (external integration required)
Self-hosting/Local Deployment
Not Available
Fully Supported
On-Premise Deployment
Yes, fully supported
—
Minimum GPU VRAM for Full Model Inference(GB)
40GB (with MoE efficiency)
—
Local Deployment Support
Not supported (API only)
—
Open Source Model Weights(availability)
Yes
—
Third-Party Integrations(count)
Growing (API-focused)
—
API Input Token Cost(USD per 1M tokens)
$0.14
—
Largest Model Parameter Count(billion parameters)
685B (DeepSeek-V3)
—
Open-Source Weight Availability
Partial (R1 inference-only)
—
Commercial Use Clarity(null)
Restricted in some jurisdictions; unclear terms
—
Company Location
China
—
Model Size Options Available(count)
2 primary versions (limited small sizes)
—
Inference Cost per 1M Tokens(USD)
$0.21 (average)
—
Training Data Recency(months_old)
8 months old (April 2024)
—
Pros & Cons
10 pros·6 cons across both
D
Microsoft Copilot
+5-3
Pros
- Native integration with Word, Excel, PowerPoint, Outlook, and Teams saves 3-5 hours per week for typical office workers
- Windows Copilot key embedded in all Windows 11 devices with 400M+ active users
- Enterprise-grade security with SSO, data residency options, and compliance certifications (SOC 2, ISO 27001)
- Real-time collaboration features synchronized across 365 applications
- Copilot Pro offers GPT-4 Turbo access for $20/month with 100+ file uploads daily
Cons
- $20/month for Copilot Pro or per-user licensing ($30/month for enterprise) adds significant cost at scale
- Proprietary model limits transparency and customization for specialized use cases
- Performance lags on complex reasoning tasks compared to latest open-source alternatives (86% vs 96% on AIME 2024)
D
DeepSeek
+5-3
Pros
- API pricing at $0.14 per 1M input tokens (21x cheaper than Copilot's $3.00) dramatically reduces inference costs
- 96% accuracy on AIME 2024 math reasoning benchmark outperforms Copilot Pro and most commercial alternatives
- MIT open-source license allows free commercial use, self-hosting, and model fine-tuning without restrictions
- Full model weights and architecture transparency enables security audits and custom optimization
- Strong coding capabilities with 82% pass rate on LMSYS coding benchmarks
Cons
- China-based infrastructure raises data sovereignty concerns for regulated industries and non-Chinese organizations
- Zero native integration with productivity tools (Word, Excel, Teams, Gmail) requires custom implementation
- Limited documentation in English and smaller developer community compared to OpenAI/Anthropic ecosystems
Frequently Asked Questions
5 questions
DeepSeek is dramatically cheaper at $0.14 per 1M input tokens vs Copilot's $3.00. For 1 billion API calls monthly, DeepSeek costs approximately $140 while Copilot costs $3,000—a 95% savings. However, Copilot Pro's $20/month flat fee may be better for light individual users.
Resources & Learn More
Curated sources to dive deeper
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